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Utilizing cumulative population distribution information in differential evolution
Differential evolution (DE) is one of the most popular paradigms of evolutionary algorithms. In general, DE does not exploit distribution information provided by the population and, as a result, its search performance is ...
An adaptive framework to tune the coordinate systems in evolutionary algorithms
(IEEE Press, 2018-03-12)
The performance of many nature-inspired optimization algorithms depends strongly on their implemented coordinate system. However, the commonly used coordinate system is fixed and not well suited for different function ...